Inferring the Isotropic-nematic Phase Transition with Generative Machine Learning

Eric R. Beyerle, Pratyush Tiwary

Contemporary work implies generative machine learning models are capable of learning the phase behavior in condensed matter systems such as the Ising model. In this Letter, we util…